"Look at this," Mark muttered under his breath, staring at the collapsed tree. His jaw tightened. He should offer to help, shouldn't he? Mrs. Davies was probably a mess. But the thought of getting involved, of wading through the debris, felt like an insurmountable obstacle.

He backed away slowly from the window. The knot in his stomach tightened. He wanted to scream. He took a deep breath, trying to regain control. He went to the kitchen and made himself a cup of coffee, then left it there, untouched. He felt trapped in his own house. Everything felt too bright, too loud. He grabbed his keys and drove around the block. Anything to get away.

Emotion: disturbed

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.60

Role in Research

This story is one of 1,000 stories generated for the emotion disturbed. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 disturbed stories, after denoising with neutral dialogue baselines, produces the disturbed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the disturbed vector is projected through the unembedding matrix.

Promoted:
S0.318
ness0.309
无法0.300
😞0.297
worse0.284
Suppressed:
de-0.829
la-0.666
a-0.392
B-0.301
"-0.290